The explanations were produced using an attribution method called DeepTaylor [1]}. It was the best performing attribution method from a previous comparative study [2]}. It finds a root point near a given neuron with a value close to the input but output as 0. Taylor decomposition is then recursively applied from the output to the input layer to estimate the attributions of each neuron. The Innvestigate library [3]} was used to implement the attribution method.
